if it wasn't so maddening it would be funny when you literally have to tell it to slow down, focus and think. My tinfoil hat suggests this is intentional to make me treat it like a real, live junior dev!
No LLM can answer this question for you, it has no insight into how or why it outputted what it outputted. The reasons it gives might sound plausible, but they aren't real.